Simulation Modeling and Analysis, Sixth Edition - Hardcover

Law, Averill M.

Hardcover

ISBN 10: 1264268246 ISBN 13: 9781264268245

Publisher: McGraw Hill, 2024

Synopsis

Comprehensive, state-of-the-art coverage of every important simulation technique

This fully-revised book has the most comprehensive and up-to-date coverage of all aspects of a simulation study. Equally well suited for use in university courses, simulation practice, and self-study, the book offers clear and intuitive explanations as well as 300 figures, 218 examples, and 217 problems. You will get detailed discussions on modeling and simulation, simulation software, model verification and validation, input modeling, random-number and variate generation, statistical design and analysis of simulation experiments, experimental design, simulation optimization, agent-based simulation, machine learning, and much more.

Authored by an operations research analyst and industrial engineer with more than 40 years of experience, Simulation Modeling and Analysis is widely regarded as the “bible” of simulation and now has more than 178,000 copies in print and 23,700 citations.  This sixth edition has been streamlined, with several chapters downsized to eliminate outdated simulation programs or statistical techniques that are rarely used in practice and are unnecessarily complicated. Most analyses of simulation output data can now be done using three simple and familiar statistical formulas or expressions. A new chapter covers AI and machine learning and their application to simulation.

• Covers what are arguably the three most-innovative and popular simulation-software packages: AnyLogic, FlexSim, and Simio
• Includes a set of instructor’s resources
• Has been used at universities such as University of California-Berkeley, Stanford, Georgia Tech, Michigan, Cornell, Purdue, Virginia Tech, Penn State, Wisconsin, Columbia, Texas A&M, Washington, and Johns Hopkins
• Written by a world-class expert in the field and an experienced educator who has presented more than 550 simulation and statistics short courses in 20 countries

About this title

About the Author

Averill M. Law, PhD, is president of Averill M. Law & Associates, Inc., a company specializing in simulation training, consulting, and software. He was previously professor of Decision Sciences at the University of Arizona and associate professor of Industrial Engineering at the University of Wisconsin-Madison. He has a PhD and an MS in industrial engineering and operations research from the University of California at Berkeley, an MA in mathematics from California State University-Long Beach, and a BS in mathematics from Pennsylvania State University. Dr. Law has been a simulation consultant to organizations, developer of ExpertFit distribution-fitting software, has presented more than 550 simulation and statistics short courses in 20 countries, and is the author (or co-author) of three books.

Edition details

• Publisher: McGraw Hill
• Publication date: 2024
• Language: English
• ISBN 10: 1264268246
• ISBN 13: 9781264268245
• Binding: Hardcover
• Edition number: 6
• Number of pages: 688